POSSIBILITIES Redefining the - OCTOBER 22 - 24 | TORONTO, ON - Canadian Institutional Research and Planning Association

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POSSIBILITIES Redefining the - OCTOBER 22 - 24 | TORONTO, ON - Canadian Institutional Research and Planning Association
Redefining the
POSSIBILITIES
OCTOBER 22 - 24 | TORONTO, ON
POSSIBILITIES Redefining the - OCTOBER 22 - 24 | TORONTO, ON - Canadian Institutional Research and Planning Association
1 | CIRPA 2017 • Redefining the Possibilities
POSSIBILITIES Redefining the - OCTOBER 22 - 24 | TORONTO, ON - Canadian Institutional Research and Planning Association
WELCOME
TO T.O.
It gives me great pleasure to extend greetings and a warm welcome to
everyone attending CIRPA 2017, the Canadian Institutional Research and
Planning Association’s conference.

As Canada’s largest city and the fourth largest in North America, Toronto is a
global centre for business, finance, arts and culture and is dedicated to being
a model of sustainable development. I welcome everyone to our city and
encourage you to enjoy Toronto at this time of year and learn about our
vibrant neighbourhoods.

On behalf of Toronto City Council, please accept my best wishes for an
informative and enjoyable event.

Yours truly,

John Tory
MAYOR OF TORONTO
POSSIBILITIES Redefining the - OCTOBER 22 - 24 | TORONTO, ON - Canadian Institutional Research and Planning Association
Redefining the
                                          POSSIBILITIES

                                       CONFERENCE COMMITTEE

                                CONFERENCE CHAIR
                                HENRY DECOCK Seneca College

                                PROGRAMING COMMITTEE
                                HENRY DECOCK Seneca College
                                PINA MARINELLI-HENRIQUES Seneca College
                                MATTHEW DUNCAN Seneca College
                                URSULA MCCOY Seneca College
                                CHARLOTTE ALEXANDER College of the North Atlantic
                                ANNE MOTTE University of Montreal
                                NEIL CHAKRABORTY University of Toronto
                                PETER MCNAMARA University of Toronto
                                SUZANNE DWYER George Brown College
                                ASHLEY BLACKMAN Red River College
                                STEPHANIE MCKEOWN University of British Columbia

                                LOCAL ARRANGEMENTS
                                HENRY DECOCK Seneca College
                                PINA MARINELLI-HENRIQUES Seneca College
                                MATTHEW DUNCAN Seneca College
                                LIMIN CHEN Seneca College
                                CARMELINDA DEL CONTE Mohawk College

                                REGISTRATION & WEBSITE

CONTENTS
                                RANDY ROLLER University of Manitoba
                                MATTHEW DUNCAN Seneca College

                                SPONSORSHIP
                                MIKE KRYWY Red River College
President’s Message | 4
Sponsors | 4                    LOGO AND PROGRAM DESIGN
Conference at a Glance | 6      MATTHEW DUNCAN Seneca College
Keynote Speakers | 8
Confernce Tracks | 10           MOBILE APP DESIGN
Pre-Conference Workshops | 11   MATTHEW DUNCAN Seneca College
                                PINA MARINELLI-HENRIQUES Seneca College
Concurrent Sessions | 13
Conference Map | 24
POSSIBILITIES Redefining the - OCTOBER 22 - 24 | TORONTO, ON - Canadian Institutional Research and Planning Association
PRESIDENT’S MESSAGE

                     MIKE KRYWY
                     CIRPA President
                     Welcome everyone to Toronto, Ontario. On behalf of      To this end we have revised our membership model to include a “Limited
                     CIRPA-ACPRI and all its members, I’d first like to      Membership” to complement our Full Membership. The Full Member-
acknowledge that this land is the traditional territory of the Haudeno-      ship enables members to vote, and provides full access past webinars
saunee, and most recently, the territory of the Mississaugas of the New      and conference proceedings. The Limited Membership will enable IR
Credit First Nation. The name Toronto is from the Haudenosaunee word         professional to be part of the association without paying membership
Tkaronto, an area that is home to many Indigenous people. We are             dues, providing them with networking and professional development
grateful to have the opportunity to work in the community, on this terri-    opportunities outside of the annual conference. We will begin rolling out
tory.                                                                        this model in the upcoming year, with the hope that all Canadian IRP
                                                                             professionals eventually become part of the association.
As President of CIRPA-ACPRI, I am pleased to welcome everyone to our
largest conference yet. Special thanks go out to our conference co-          We have also begun offering webinars throughout the year, with two
chairs: Pina Marinelli-Henriques and Henry Decock of Seneca College, as      offerings so far and more planned for the upcoming year. As our transi-
well as their conference planning team, who have worked tirelessly to        tion to a new website proceeds, we expect to provide other opportuni-
put this years’ event together. The challenges of putting on a conference    ties for networking and knowledge sharing – such as discussion boards,
are many (and the tasks are often thankless), so please take a moment to     blogs, and a document library to share resources. Please reach out to a
offer thanks to these volunteers for sharing their time to make this con-    CIRPA board member to find out how you can help us realize these col-
ference a reality.                                                           lective goals.

The conference serves as an important touchpoint in our annual cycle. A      Make friends, feed your mind, and have a great conference!
year ago we formally launched our new strategic plan, with two priorities:
a) building a community of IRP professionals with a broad, inclusive na-
tional membership; b) supporting the professional development of mem-
bers through networking and knowledge-sharing.

                                                THANK YOU TO OUR SPONSORS

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CONFERENCE AT A GLANCE

SUNDAY, OCTOBER 22, 2017
9:00 am – 4:30 pm     Pre-Conference Workshops                              Breakout Rooms
9:00 am – 4:30 pm     Expo/Trade Show                                       Churchill Court
6:00 pm – 6:30 pm     Conference Opening                                    Hockey Hall of Fame
6:30 pm – 11:00 pm    President's Welcome & Reception Dinner                Hockey Hall of Fame

MONDAY, OCTOBER 23, 2017
7:30 am – 9:00 pm     Breakfast                                             Churchill Ballroom
7:30 am – 5:00 pm     Expo/Trade show                                       Churchill Court
9:00 am – 9:20 am     Opening Remarks                                       Churchill Ballroom
9:20 am – 10:00 am    Concurrent Sessions                                   Breakout Rooms
10:10 am – 10:30 am   Break                                                 Churchill Ballroom
10:30 am – 11:10 am   Concurrent Sessions                                   Breakout Rooms
11:20 am – 12:00 pm   Concurrent Sessions                                   Breakout Rooms
12:00 pm – 1:00 pm    Lunch                                                 Churchill Ballroom
1:00 pm – 2:00 pm     Keynote Address – David Trick                         Churchill Ballroom
2:10 pm – 2:50 pm     Concurrent Sessions                                   Breakout Rooms
2:50 pm – 3:10 pm     Break                                                 Churchill Ballroom
3:10 pm – 4:00 pm     Concurrent Sessions                                   Breakout Rooms
4:10 pm – 5:00 pm     Concurrent Sessions                                   Breakout Rooms
6:00 pm – 11:00 pm    'Explore Toronto'                                     Various Location
                      (Delegates on their own)

TUESDAY, OCTOBER 24, 2017
7:30 am – 9:00 am     Breakfast                                             Churchill Ballroom
7:30 am – 4:00 pm     Expo/Trade show                                       Churchill Court
8:15 am – 9:00 am     CIRPA AGM                                             Churchill Ballroom
9:00 am – 9:20 am     Announcements                                         Churchill Ballroom
9:20 am – 10:00 am    Concurrent Sessions                                   Breakout Rooms
10:10 am – 10:30 am   Break                                                 Churchill Ballroom
10:30 am –11:10 am    Concurrent Sessions                                   Breakout Rooms
11:20 am – 12:00 pm   Concurrent Sessions                                   Breakout Rooms
12:00 pm – 1:00 pm    Lunch                                                 Churchill Ballroom
1:00 pm – 2:00 pm     Keynote Address – Christine Keller                    Churchill Ballroom
2:10 pm – 2:50 pm     Concurrent Sessions                                   Breakout Rooms
2:50 pm – 3:10 pm     Break                                                 Churchill Ballroom
3:10 pm – 4:00 pm     Concurrent Sessions                                   Breakout Rooms

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KEYNOTE SPEAKERS

 Monday, October 23                                                          Tuesday, October 24
 1:00 pm to 2:00 pm | Churchill Ballroom                                     1:00 pm to 2:00 pm | Churchill Ballroom

                   DAVID TRICK                                                                     CHRISTINE KELLER
                   President,                                                                      Executive Director, Association for
                   David Trick & Associates Inc.                                                   Institutional Research (AIR)

                   David Trick is President of David Trick and Associates                          Selected in a comprehensive search process,
Inc. Since 2005, the firm has offered professional consulting services      Dr. Christine Keller is an accomplished association leader and
specializing in higher education strategy and management.                   institutional research professional who is committed to advancing
                                                                            informed decision-making in higher education. She has a broad
David offers clients expertise based on his experience as a senior          understanding of national issues, policies, and trends, especially
campus administrator, senior government official and award-winning          related to institutional research, information management, and data
researcher in the field of higher education.                                policy.

David is the former Assistant Deputy Minister for Postsecondary             Formerly Vice President for Research and Policy Analysis at the
Education in the Government of Ontario, where he was responsible for        Association of Public and Land-Grant Universities (APLU), her
managing the government’s relationships with colleges and universities      accomplishments include directing the operation, expansion, and
during the most rapid period of enrolment growth since the 1960s.           promotion of the cross-sector Student Achievement Measure (SAM)
                                                                            project on behalf of APLU and five other higher education associations.
David was the first Chief Executive Officer and Vice Provost of the
University of Guelph-Humber, a unique partnership between the               Prior to her employment with APLU, Christine was the Assistant
University of Guelph and Humber College to establish a new university       Director of Institutional Research and Planning at the University of
campus in Toronto. During David’s term, Guelph-Humber enrolled its          Kansas and the Associate Dean of Continuing Education at Sterling
first students, launched six innovative programs and opened a 130,000       College.
-square foot state-of-the-art academic building.
                                                                            An active member of the Association for many years, she is a former
Earlier David was Assistant Deputy Minister of Finance with                 member of the AIR Board of Directors, was a member of the Improving
responsibility for the provincial budget, taxation and federal-provincial   and Transforming Institutional Research in Postsecondary Education
finance. He has worked in the fields of intergovernmental affairs,          Advisory Board, and served as co-editor of the IR in the Know column
economic development, labour market policy and demographic                  in the eAIR newsletter for several years.
analysis. He has undertaken assignments at IBM Canada and at the
Canadian Embassy in Washington, D.C.                                        Christine has spent her career working to make the world a better
                                                                            place through higher education and data, and understands that the
David holds an Honours B.A. from York University, an M.A. from              current focus on data and evidence provides significant opportunities
Brandeis University, an M.P.A. from Harvard University, and a Ph.D. in      for the IR community. She is committed to positioning AIR and its
political science from the University of Toronto.                           members to advance and flourish during this exciting time of growth
                                                                            and change.
David is the co-author of Academic Reform: Policy Options for
Improving the Quality and Cost-effectiveness of Undergraduate
Education in Ontario (with Ian D. Clark and Richard Van Loon, 2011)
and Academic Transformation: The Forces Reshaping Higher Education
in Ontario (with Ian D. Clark, Greg Moran and Michael L. Skolnik, 2009),
both published by McGill-Queen’s University Press.

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9 | CIRPA 2017 • Redefining the Possibilities
CONFERENCE TRACKS

Institutional Research and Planning: Redefining the Possibilities

CN TOWER
Redefining the Possibilities for Innovation

Redefining the Possibilities for Innovation should align with enabling Institutional Research and Planning
offices with the latest competitive technology, tools, software, dashboards, scorecards, customized data
analytics and data ownership promoting leading edge data representation. How do we distinguish Institu-
tional Research and Planning offices from the Registrar’s Office? How do we move Institutional Research
and Planning offices away from a traditional statistical role? What are current Institutional Research and
Planning offices doing to stand out and become a cutting edge leader? What best practices have been
incorporated into Institutional Research and Planning Offices? How do Institutional Research and Planning
offices use technology?

QUEEN STREET WEST
Redefining the Possibilities for Students

Redefining the Possibilities for Students should align with enhancing student engagement and experience,
ensuring that we are able to investigate/research data that addresses student success and/or issues, eval-
uation and reporting on graduate outcomes, gather data on our graduates through surveys, contribution
to the Institution retention, enrolment and financial aid strategies. How do we use surveys to inform labour
market trends? What leads to student success and achievement? What are the barriers to student success
and access? What labour market trends influence program development?

NATHAN PHILLIPS SQUARE
Redefining the Possibilities for Governance, Planning and Policy

Redefining the Possibilities for Governance, Planning and Policy should align with supporting IRP initiatives
to build on established survey and data polices (such as, the change in data representation, storage, securi-
ty, access and data quality), financial capabilities to accelerate current research, accountability and owner-
ship of data governance, to enhance emerging labour market trends, environmental scanning and forecast-
ing, strategic planning priority areas, and space planning. How do we modify the information for reporting
and presentations? How does your Institutional Research and Planning office actively support/inform strate-
gic planning? How does your institution manage data governance (e.g. quality, access, integrity, ownership)?

MASSEY HALL
Redefining the Possibilities for Institutions

Redefining the Possibilities for Institutions should align with how well are Institutional Research and Plan-
ning offices ensuring that the information provided to the Institution is meaningful, aligns and supports the
strategic mandate through program review, program development, accreditation & assessment, employee
engagement, and dissemination of information. How are Institutional Research and Planning offices creating
insight and telling the story? How are the demands for new and existing programs analysed? How are Insti-
tutional Research and Planning offices handling professional development? What are the current and future
roles/direction of Institutional Research and Planning offices?

                                                                                                  Redefining the Possibilities • CIRPA 2017 | 10
PRE-CONFERENCE WORKSHOPS |                                                                SUNDAY, OCTOBER 22

 Half Day Workshops | 9:00 am to 12:00 pm                                       Participants will apply data envelopment analysis (DEA) using R
                                                                                software to identify a program’s efficiency in the use of instructional
 Sprinting Towards Solutions: An Applied Introduction to Design
                                                                                resources. They will learn to compare programs operating at a sub-
 Thinking and Design Sprints for Institutional Researchers                      optimal level with a best virtual program. The analysis will provide the
 COST: $70 |WREN | CN Tower                                                     program chairperson with guidance to improve efficiency.
 As Institutional Research and Planning (IRP) offices move away from            Participants are encouraged to bring a laptop and to download the
 traditional statistical roles, developing new initiatives to     incorporate   free trial version of M-Plus and the R libraries Benchmarking in R,
 emerging technologies and answer complex questions                   can be    rDEA, dplyr and tidyr in order to explore the use of these software
 overwhelming. Design thinking and design sprints can make            solving   packages prior to the pre-conference workshop.
 even the most complex IRP challenges easier, more enjoyable and                Tom Eleuterio, University of Delaware
 more efficient – all without your computer. In this            workshop, IRP
 practitioners will learn to problem-solve using Google Venture’s design
 sprint methodology and how to effectively develop new IRP tools,               Half Day Workshops | 1:30 pm to 4:30 pm
 collaborate with institutional stakeholders, and champion data-driven          Data vs Evidence: A Hands-On Workshop
 decision-making. Be prepared to leave this workshop with tips and              COST: $70 | WREN | Massey Hall
 tricks to host your own IRP sprint.                                            What is the difference between data and evidence? What turns data
 Laurie Beatt, Southern Alberta Institute of Technology                         into evidence? How do I evaluate evidence? What is good evidence?
 Corey Buchanan, Southern Alberta Institute of Technology                       This workshop will explore these questions in detail and             help
 Candice Carrillo, Southern Alberta Institute of Technology                     attendees improve their tools and frameworks for creating, assessing,
 Jacqueline Lambert, Southern Alberta Institute of Technology                   and presenting evidence. The workshop will include an interactive –
 Walter Moreno-Pachon, Southern Alberta Institute of Technology                 and fun – hands-on section.
                                                                                Anthony Gray, University of Toronto
 Exploring the possibilities of IRP and CIRPA: A Workshop                       Aurora Mendelsohn, University of Toronto

 for Newcomers
 COST: FREE | SEYMOUR | Massey Hall                                             Bluenotes Community Regional Workshop: Bringing Blue

 Whether you’re new to institutional research or an IR veteran attending        technology and community expertise to your feedback
 your first CIRPA-ACPRI conference, this free half-day workshop is the          process for a greater level of automation and insights
 perfect introduction to CIRPA-ACPRI and the IRP profession. Discover           COST: FREE | SCOTT | Massey Hall
 how to get the most from your conference experience as veteran                 Do you want to reduce repeat requests from your end users such as
 members provide tips and tricks for optimizing your networking and             “Where is my evaluation report?” and “How can I access my course
 learning.   Address the challenges and possibilities of institutional          evaluation?” During this workshop we will show you how to set up Blue
 research and planning in round-table discussions, and learn lessons            in such a way that end users can get answers to these questions
 from the painful and sometimes humorous experiences of long-time               themselves, while driving higher response rates. In addition, you will
 CIRPA members in our “True Confessions of an Institutional                     get the chance to build reports that will help you gain more insights
 Researcher segment.                                                            through demographic, qualitative, and quantitative analysis for various
 Miranda Pearson, University of Regina                                          stakeholder levels.
 Garry Hansen, St. Thomas University                                            You will also get hands-on experience with the all new Blue 7 and
                                                                                Bluepulse, as well as exposure to BlueX, our upcoming survey
 Academic benchmarking innovations to improve discipline-level                  product. BlueX is designed to enable anyone in your institution

 peer group selection by using data-informed modeling and                       (instructor, student, researcher, etc.) to create surveys that meet their
                                                                                needs with ease.
 promote resource optimization using data envelopment analysis
                                                                                Mohammed Sheraidah, eXplorance
 COST: $70 | SCOTT | Massey Hall
 Participants in this workshop will learn advantages and disadvantages
                                                                                The UCASS academic staff survey: progress and brainstorming ideas.
 of peer-oriented bench-marking including mean-centered, rankings-
                                                                                COST: $70 | SEYMOUR | Nathan Phillips Square
 based and optimization methods. Participants will use longitudinal data
                                                                                In September 2016, the Minister of Science announced the
 to construct peer groups using a latent class analysis structural
                                                                                reinstatement of the UCASS (University and College Academic Staff
 equation model (SEM). They will use the trial version of M-plus
                                                                                System) survey by Statistics Canada. At the 2016 CIRPA conference in
 software which produces path diagrams and visualizations.
                                                                                Kelowna, Statistics Canada presented its plans for the reinstatement

11 | CIRPA 2017 • Redefining the Possibilities
PRE-CONFERENCE WORKSHOPS |                                                            SUNDAY, OCTOBER 22

and redevelopment of UCASS, including expanded coverage to include        Full Day Workshops | 9:30 am to 4:30 pm
part-time and college staff.        A year later, consultations with
                                                                          Data Carpentry: Using R to Analyze and Visualize Data - A
respondents and stakeholders across the country are well underway.
In this pre-conference session, Michael Martin will update attendees on   Hands-on Workshop
the progress that has been made to date, and to explore some of the       COST: $120 | CARLYLE | CN Tower

ideas that have emerged from these consultation discussions. The          In recent years, the statistical programming language R has become
focus of the session will be to explore some of these concepts in         one of the foremost open source technologies in data science.

greater depth, in an open discussion format.       It will also be an     Institutional Researchers can take advantage of this language and

opportunity to brainstorm possible strategies on incorporating some of    related tools to build capacity in data management, analysis, and

these ideas into the UCASS system, as well as to obtain feedback on       visualization. In this hands-on workshop, bring your laptops and we’ll

how they may be used by our institutional research colleagues.            walk you through the whole process, right from installing the software

Michael Martin, Statistics Canada                                         you’ll need to analyzing data. No previous experiences with R or
                                                                          programming is necessary. Participants will be able to take home
                                                                          materials from the workshop to continue honing their skills.
                                                                          Stephen Childs, York University
                                                                          Evan Cortens, Mount Royal University

                                                                                                      Redefining the Possibilities • CIRPA 2017 | 12
CONCURRENT SESSIONS |                                                      MONDAY, OCTOBER 23

 9:20 am to 10:00 am                                                             Evolution of Institutional Research Departments in the
                                                                                 Ontario Community Colleges
 The Death of Hunch-Based Decision-Making in Higher Ed
                                                                                 SEYMOUR | Massey Hall
 WREN | CN Tower
                                                                                 The 24 Ontario Community Colleges took part in two IR Department
 Data interpretation can be difficult; even the most savvy administrator
                                                                                 Inventory Surveys conducted in 2014 and 2017. This session will
 may fall back on an occasional hunch. By applying data visualization
                                                                                 present the analysis of these two surveys by College size.            The
 techniques from the manufacturing industry to our data, we made
                                                                                 presenters aim to provide a sense of how IR departments in the
 data interpretation easy. Control charts extract the signal from the
                                                                                 system have evolved over the last few years; identifying common
 noise. They clearly display trends in context, so that the user can
                                                                                 themes in their reporting structure, staffing, roles and responsibilities,
 identify when performance is truly changing, and when it is not. This
                                                                                 challenges and opportunities, as well as expectations for the next 5
 means that we know when to act, when to maintain, and when to
                                                                                 years. The presentation will provide baseline data to support the
 celebrate. Attendees will learn the basics of control charts, and how
                                                                                 strategic and operational planning of IR offices within or external to the
 to use them to monitor strategies and report on performance.
                                                                                 Ontario system.
 Morgan Blair, Medicine Hat College
                                                                                 Helen Sheridan, Mohawk College
                                                                                 Mark Chapman, Sheridan College
 Mining graduate surveys to strengthen quality and student
                                                                                 Max Bernosky, Confederation College
 choice: Lessons from Ontario’s surveys of college and
 university graduates
                                                                                 10:30 am to 11:10 am
 CARLYLE | Queen Street W
                                                                                 Managing Growing Demands from International Students with
 A number of governments in Canada and elsewhere conduct regular
 surveys of postsecondary graduates.            This activity raises questions
                                                                                 a Course Section Allocation Model
 about who is supposed to use these data and for what purpose. In                WREN | CN Tower
 this session we propose a framework for how these data might be                 Facing the rapid growth of international student enrolments in recent
 used to strengthen quality and student choice. Using raw data from              years, Langara College in Vancouver has been managing the influx of
 Ontario’s   surveys of college and university graduates, we propose             international students with a course section allocation        model to
 ways to use data better and supplement it with emerging sources of              achieve an optimal balance in meeting the competing needs between
 administrative data. We conclude with observations about how better             domestic and international students for high- demand courses. The
 use of these data could lead to more collegial relationships between            demonstrated predictive model puts the College in the leading edge
 governments and higher education institutions.                                  among its counterparts in the Province in managing international
 David Trick, David Trick and Associates Inc.                                    enrolments, and has become the go-to             tool for the College’s
 Jinli Yang, The Learning Partnership                                            academic leadership team in its course          planning process each
                                                                                 semester.
 The Successful Launch of a Data Governance Regime                               Ian Humphreys, Langara College
                                                                                 Larry Xiong, Langara College
 SCOTT | Nathan Phillips Square
 Data Governance is undertaken to ensure that an organization can
 maximize the benefits of its data assets. A Data Governance program
                                                                                 Exploring the Keys to Transformation in Post-secondary
 aims to improve the efficiency and effectiveness of the business                Access      and Retention: Pathways to Meaningful Work and
 processes throughout the organization through the effective                     Lives for Youth from Underserved neighborhoods
 management of data. The University of Regina has, after two years of            CARLYLE | Queen Street W
 preparation, successfully launched a Data Governance regime. This               Exploring the Keys to Transformation is a HEQCO-funded project that
 presentation will describe all that this entails: groundwork, resources,        continues the ongoing applied research and evaluation being
 structure, tools, people, policies, and plans. It will also reflect the         undertaken at Centennial College to improve access, persistence, and
 factors, including a proof-of-concept dashboard, which played in                retention outcomes in its signature outreach program, Helping Youth
 obtaining institutional support for this initiative.                            Pursue Education (HYPE). We use propensity score matching to
 Brian Christie, University of Regina                                            analyze the effect of HYPE on three student outcomes.
 Keith Fortowsky, University of Regina                                           We find that HYPE has a negative effect on its participants for each
                                                                                 outcome, however sensitivity tests suggest these results need to be
                                                                                 interpreted cautiously. Interviews with HYPE practitioners supports

13 | CIRPA 2017 • Redefining the Possibilities
CONCURRENT SESSIONS |                                                    MONDAY, OCTOBER 23

this cautionary prescription and we conclude with recommendations           Gina Johnson, Association for Institutional Research
for institutions and the provincial government.                             Mike Krywy, Red River College
Huizi Zhao, Centennial College                                              Tony Olmsted, Northern Alberta Institute of Technology
Anthony Bertin, Centennial College                                          Blair Jackson, University of Ottawa
Hayfa Jafar, Centennial College
Paul Armstrong, Centennial College
                                                                            11:20 am to 12:00 pm
                                                                            IR in the modern world: Data Warehousing and Dashboarding
Beyond rankings, the use of evidence based in communication!
                                                                            WREN | CN Tower
(Sponsor Session)
                                                                            The University of Alberta demonstrates how it has moved to a state of
SCOTT | CN Tower
                                                                            reporting consistent data, using automated processes to prepare
The session objective is to discuss the influence and impact of the QS
                                                                            information, along with users across campus having the ability to
World University Rankings whilst also suggesting an alternative tool to
                                                                            prepare their own reports. This state has been realized with a fully
rankings. To go over QS World University Rankings methodology and
                                                                            functioning institutional data warehouse, called Acorn that includes
the data collection process. Follow by Stars ratings which assesses
                                                                            student, staff and financial data, and much more. The University’s
universities on how they perform in several areas, like the areas
                                                                            chosen business intelligence tool, Tableau, sits on the data
considered in rankings. But rather than comparing institutions against
                                                                            warehouse, and is the window to the University’s wealth of
one another, they are judged on how they perform against a set
                                                                            information.
standard. QS Stars is an audit on the strengths and weaknesses of a
                                                                            Deborah Williams, University of Alberta
university. The university provides QS with evidence across dozens of
                                                                            Laura Stewart, University of Alberta
indicators.
Nicholas Sequeira, QS Intelligence Unit
                                                                            From Application and Beyond: Tracking Aspirations, Motivations,
Thunder & Lightning: Cognos & Tableau; Info Services and the IR Office      Experiences, and Outcomes of Ontario’s Transfer Students
SEYMOUR | CN Tower                                                          CARLYLE | Queen Street W
                                                                            This   presentation     examines       the   profiles   and    pathways   of
Tableau is increasingly being used for Data Analytics in IR offices.
                                                                            postsecondary students in order to better understand the outcomes
Many IR Offices are also taking a leading role in implementation of
                                                                            and experiences of college applicants with degree aspirations, as well
Data Analytics tools for their entire institutions. Tableau is now often
                                                                            as compare the experiences of those who transfer from college to
installed to work in conjunction with existing “Enterprise Reporting”
                                                                            university and those who do not. Utilizing Academica Group’s
tools. However these tools are themselves rapidly adding “Analytics”
                                                                            University and College Applicant Study (UCAS™) database and an
functions. In particular Cognos v 11 claims that it is “Tableau-like”. We
                                                                            online survey, we find that overall, increasing the number of students
will report on our experiences with both products at U Regina, and
                                                                            utilizing the college-to-university transfer pathway may help to reduce
our experiences leading Analytics implementation(s) in the context of
                                                                            inequities in overall university participation. However, there are still
fundamental differences between IR and Info Services (IS) functions.
                                                                            inequities in the aspirations of college students that reproduce those
Keith Fortowsky, University of Regina
                                                                            seen in the college-university divide.
Miranda Pearson, University of Regina
                                                                            Ursula McCloy, Seneca College
                                                                            Claire Henderson, Academica Group Inc.
A Consideration of the Applicability of AIR’s Duties & Functions
of Institutional Research in Canadian Institutions
                                                                            Bringing It All Together for Smarter Decisions: Institutional
10:30 am to 12:00 pm | CHURCHILL BALLROOM | Massey Hall
                                                                            Planning with the Strategic Program Mix Decision Framework
AIR has long been involved in the process of defining institutional
                                                                            SCOTT | Nathan Phillips Square
research as a profession and a critical function in higher education.
                                                                            This session features a comprehensive approach to campus decision
This presentation will first provide an overview of, and the research
                                                                            support at the Southern Alberta Institute of Technology. In response to
behind, AIR’s recent identification of the Duties & Functions of
                                                                            the need for academic planning that is sensitive to a constantly
Institutional Research. A panel will then explore these duties and
                                                                            changing environment, Institutional Planning and Analysis developed
functions within the Canadian context, looking for similarities and
                                                                            the Strategic Program Mix Decision Framework.                 The framework
differences, and consider the extent to which these definitions provide
                                                                            delivers decision-making tools that inform the right-sizing of existing
an effective road map for the future development of Institutional
                                                                            programs and the development of new programs. In this session,
Research across borders.

                                                                                                        Redefining the Possibilities • CIRPA 2017 | 14
CONCURRENT SESSIONS |                                                 MONDAY, OCTOBER 23

 common planning questions will be used to demonstrate the tools.           This review also looked at provincial differences. Findings may help
 Attendees will learn how SAIT has combined reports for business            inform decisions about sources of funding at post-secondary
 strategy, market alignment, and program planning and effectiveness to      institutions, such as student financial aid and on campus employment
 make a complete planning toolbox.                                          opportunities.
 Corey Buchanan, Southern Alberta Institute of Technology                   Wayne Sun, Simon Fraser University and Director, CUSC-CCREU Board
 Walter Moreno-Pachon, Southern Alberta Institute of Technology             Linda Kupp, Thompson Rivers University and President, CUSC-CCREU

 Constantly Changing Data & Data Requirements                               Data Governance and the Small Institution: An Update on the
 SEYMOUR | CN Tower                                                         Implementation of a Data Governance Framework at St. Thomas
 Enrolment data that is reported to the Ministry is constantly moving, as   University
 well as the data requirements from the Ministry is constantly changing.    SCOTT | Nathan Phillips Square
 This can lead to many hours of data validation as well as data
                                                                            This session will describe the efforts of St. Thomas University to
 management. MacEwan University has completed a project that
                                                                            improve data quality, accessibility and security by implementing a
 allowed Research Analysts to validate and analyze this data in half the
                                                                            university-wide data governance framework.        Building on an earlier
 time it used to take.
                                                                            presentation at CIRPA 2015 in Halifax, the session will provide an
 Isabel Madeira, MacEwan University
                                                                            update on the components of the framework completed to date and
 Melannie Angeles, MacEwan University                                       describe the planned steps moving forward.           At the core of the
                                                                            session will be a frank discussion of the challenges of integrating data
                                                                            governance with the business practices and institutional culture of a
 2:10 pm to 2:50 pm
                                                                            small institution, as well as a consideration of some practical strategies
 Sheridan Internal Student Mobility Platform: Pathways and Transfer         for overcoming these obstacles.
 WREN | CN Tower                                                            Garry Hansen, St. Thomas University
 Student’s mobility is a reality within colleges and universities.
 Internally, colleges and universities promote pathways programming         The UCASS Story: 40 Years of Data
 to help students achieve their career goals. It is important to monitor
                                                                            SEYMOUR | Massey Hall
 student mobility among programs to evaluate planned pathways as
                                                                            Institutions need to be knowledgeable about what is going on in the
 well as ad hoc transfers.
                                                                            education world to make sure they do not miss possibilities. Making
 The presentation is an Innovative Tableau visualization of student
                                                                            right decisions often implies having good historical data on their
 mobility within Sheridan programs. The system trucks for each
                                                                            academic staff and be able to contextualize them at the jurisdictional
 program returning students from other programs and transfers to
                                                                            level. The University and College Academic Staff System could be
 other programs. The underlying data use student level term
                                                                            quite useful for that purpose. The survey began in 1937 collecting
 enrollment along with demographic profile and success measures.
                                                                            aggregate data until 1960. From 1960 onwards the survey collected
 The visualization present aggregations by all combination of possible
                                                                            individual record data with complete coverage of all data elements
 dimensions of transferred students.
                                                                            starting in 1970. This presentation will analyse the data over the last
 Mokhtar Noka, Sheridan College
                                                                            40 years, and highlight trends in areas such as gender, age profile,
                                                                            rank distribution, salaries, subject taught etc. It will tell the UCASS
 Canadian Student Employment and Debt: A longitudinal and multi-            story in an historical context and highlight the analytic capacity of the
 component perspective based on CUSC-CCREU survey responses                 data base.
 CARLYLE | Queen Street W                                                   Teresa Omiecinski, Statistics Canada
 Student debt is an important topic for both students and institutional
 administrators with respect to post-secondary education accessibility.
 Our longitudinal review of responses to CUSC-CCREU surveys of              3:10 pm to 4:00 pm
 graduating students (Baccalaureate students in their final year of         Developing an interactive course registration dashboard using
 study) explored the relationships between employed students and
                                                                            open source tools to inform strategic enrolment management
 non- employed students on their amount of debt, sources of debt,
                                                                            WREN | CN Tower
 involvement    in   activities,   impact   on   academic   performance,
                                                                            Mount Royal University recently developed a live, interactive,
 satisfaction with their institution, and other components of student
                                                                            visualization of course registration patterns. The tool arose from a
 experience.
                                                                            need identified by deans, chairs, scheduling and the registrar to

15 | CIRPA 2017 • Redefining the Possibilities
CONCURRENT SESSIONS |                                                    MONDAY, OCTOBER 23

locate bottlenecks preventing students from getting the courses they          the universities in the prairie region and about their participation in
needed to graduate on time. This presentation will discuss the                Maclean’s ranking survey and their use of the Maclean’s rankings. This
development of the visualization tool from initial concept, through           presentation discusses their responses.
development and testing, to eventual production deployment,                   Brian Christie, University of Regina
concluding with a live demonstration of its full functionality. Using R
and Shiny, free open-source toolkits, we were able to develop the
application in-house in just six weeks and deploy it with minimal             4:10 pm to 5:00 pm
support and resources.                                                        The Impact of Online Surveys for 3 Ontario Colleges
Evan Cortens, Mount Royal University                                          WREN | CN Tower
                                                                              The changes in technology and students’ increasing usage of social
Leveraging data tools to tell the story of students’ academic journey –       media and the online environment is pushing educational institutions
Complex analytics translated to value-added decision making tools.            to keep up. More and more, students want to complete surveys

CARLYLE | Queen Street W                                                      online using their smart devices or computers.

Student success is important issue for postsecondary academics,               Unfortunately, institutions are facing challenges in reaching the same

practitioners and policymakers - but its complex, multidimensional            high participation rates that they had with their paper surveys when

nature has often been a black box. Is it really possible to develop tools     they move online. In addition, students are being bombarded by more

so faculty and academic managers can use evidence to target services          questionnaires due to the ease of online survey set-up. This session will

and learning opportunities that enable students to be successful? SAIT        explore the transition to online surveys for three Ontario Community

has   developed     an    analytical   framework    that   leverages   data   Colleges including their processes, variations,       scope, challenges,

visualization tools and descriptive and inferential statistical analysis to   successes, and impact.       Along the way, they     will showcase how

better understand and explain how student, program, course, and               eXplorance’s Blue online survey software has made it easier to meet

other characteristics come together to influence student progression          these changes, as well as the limitations.

and success at the individual, program, and institutional level where         Helen Sheridan, Mohawk College
applicable.                                                                   Connie Phelps, Conestoga College
Walter Moreno-Pachon, Southern Alberta Institute of Technology                Rob Downie, Fanshawe College

Jacqueline Lambert, Southern Alberta Institute of Technology
                                                                              Using Tableau to understand the impact of academic policy
Using Remark Office OMR for Your Various Data Collection &                    changes on programs and their students
Analysis Needs in Higher Education (Sponsor Session)                          CARLYLE | CN Tower

SEYMOUR | CN Tower                                                            Academic policy changes are not always implemented with a full

The Remark Office OMR Software is a multi-purpose data collection             understanding of their impact across the organization. For example, a

and analysis program often used in higher education for testing,              well-intentioned policy raising a program’s minimum GPA standard

course evaluations, surveys, research, and more. During this                  may    negatively   impact retention.     Using Tableau, institutional

presentation, Stephanie McKeown of the University of British Columbia         researchers can identify and explore the impact of academic policies

Okanagan Campus will demonstrate how she has implemented the                  and provide insight into how negative consequences (e.g. lower

use of Remark Office OMR for a study on physics as well as grading            retention) may be mitigated by better understanding the data. In this

exams. Alison Donnelly is the Sr. Sales Representative at Gravic, Inc.,       session, attendees will learn how NAIT is using Tableau action filters

developers of the Remark Products. She will be on hand to answer              (“fetch” method) to better understand how students and programs

product questions.                                                            may be impacted by academic policy changes.

Alison Donnelly, Gravic                                                       David McDine, NAIT in Edmonton, Alberta

Stephanie McKeown, University of British Columbia

What High School Guidance/Career Counsellors Told Us about
Maclean’s Rankings
SCOTT | Nathan Phillips Square
In early 2017 the University of Regina commissioned a survey high
school guidance/career counsellors in its regional catchment area.
Respondents were asked about their sources of information about

                                                                                                           Redefining the Possibilities • CIRPA 2017 | 16
CONCURRENT SESSIONS |                                                    MONDAY, OCTOBER 23

 How to Present Data: Lessons from data visualization failures,               Replacing the engine while the car is still running: using
 deceptions, and disasters                                                    Tableau to govern, streamline, report, and visualize data from
 SCOTT | Massey Hall                                                          a data warehouse and surveys.
 The talk will explore three types of data visualization failure: the good-   SEYMOUR | Nathan Phillips Square
 faith failure to convey information clearly and efficiently; the             The world of institutional research and planning is changing quickly.
 intentionally deceptive and misleading visualization; and the outright       Tableau is a tool many offices have adopted to help streamline
 dataviz disaster (laugh and learn). From the analysis of various             reporting and analysis. In this demonstration, Plaid will show how we
 failures, I will propose generalized lessons for effective visualization     leverage Tableau to help us with: data governance through Tableau,
 and offer tools for detecting data-driven deception.                         automated data refreshes, daily admissions reporting from an
 Anthony Gray, University of Toronto                                          institutional data warehouse, and transforming survey data for
 Aurora Mendelsohn, University of Toronto                                     reporting in Tableau Plaid helps higher education institutions use data
                                                                              to improve their policies, services, and processes. Plaid is a Tableau
                                                                              Alliance Partner.
                                                                              Andrew Drinkwater, Plaid Consulting
                                                                              Patrick Lougheed, Plaid Consulting

    Have you downloaded the conference App yet?
    The Toronto conference has a FREE mobile app available for iOS and Android, available
    for download in both English and French. We encourage all delegates to download the
    app prior to the conference.

    With the CIRPA 2017 App you can:

        Create a personalize a profile;

        Look up the profiles of other delegates and speakers at the Conference;

        Network with other participants and speakers through an instant messaging service;

        Participate in the app games for a chance to win one of three prizes;

        Access the schedule of events, as well as floor plans & maps;

        Evaluate the plenary sessions, workshops, and parallel sessions;

        Receive alerts about last minute changes;

        Take notes for plenary sessions, workshops, and parallel sessions;

        Share your experience at CIRPA 2017 Toronto Conference by posting photos on the
         Activity Feed;

        Access Twitter and share real time news and updates about the Conference.

17 | CIRPA 2017 • Redefining the Possibilities
CONCURRENT SESSIONS |   MONDAY, OCTOBER 23, 2017

                                      Redefining the Possibilities • CIRPA 2017 | 18
CONCURRENT SESSIONS |                                                    TUESDAY, OCTOBER 24

 9:20 am to 10:00 am                                                          facilitating   knowledge    production\dissemination        itself.     To
                                                                              demonstrate the salience of our approach we describe                   the
 Useful Visualization of Geographic Information Using Tableau
                                                                              development and application of various analytical tools used to
 – Examples of How Institutional Research Departments Can Use It Today.       support strategic planning within the Department of Physical and
 WREN | CN Tower                                                              Environmental Science at UTSC.
 Geographic information can be used for more than just creating               James MacLellan, University of Toronto
 maps. It can be used by institutional researchers to gain insight into       Naureen Nizam, University of Toronto
 the student population, to understand how school resources can be            Fahim Kazemi, University of Toronto
 better leveraged, and to present complex space information            in a
 simply understood manner.                                                    Creating a Data-Driven Culture: Humber's Journey
 Types of geographic data visualizations, Tableau - a data visualization      SEYMOUR |Massey Hall
 tool, and sources of geographic information will be             discussed.   Institutional researchers spend a great deal of time creating data
 Examples will be shown of how the visualization of geographic data           resources and reports and often do not know the extent to which
 can highlight the special needs of a student population, identify            they are being used to inform decision making. This session will detail
 groups of people, assist in student recruitment,               and better    Humber’s journey over the last 2 years to engage stakeholders in the
 understand how school space is used.                                         development of data resources and support data-driven decision
 Joseph Peter McNamara, University of Toronto                                 making. We will demonstrate our new self- service interactive data
                                                                              tools and discuss them with respect to their purpose, design choices,
 Refining educational pathways for students: insights from national           and outreach strategies.
 surveys to inform institutional research on graduates’ destinations          Corrine Johnston, Humber College
 CARLYLE | Queen Street W                                                     Mark Kane, Humber College
 This presentation uses data from Statistics Canada’s National                Daniel Fowler, Humber College
 Graduate Survey 2013 and its 2011 National Household Survey to
 investigate the further study and employment destinations of                 10:30 am to 11:10 am
 Canadian college and university graduates. Outcomes differ markedly
                                                                              You do not need to be an expert in order to be innovative: A
 by field but for unregulated fields, the proportion of graduates who
 proceed to further study or employment in the same field is much
                                                                              case of creating a completion rates identifier on Tableau
 lower than commonly assumed. This has implications for student               WREN | CN Tower
 services, for curriculum and for the design of pathways between study        Control chart is a common tool used for quality control. The tool lets
 and work. This work offers institutions national data against which          manufacturers identify problematic performance that is beyond
 they may compare their analyses of their own data.                           acceptable limits, which allows manufacturers to address the issues in
 Gavin Moodie, University of Toronto/OISE                                     a timely manner. However, PSE institutional researchers rarely use
 Leesa Wheelahan, University of Toronto/OISE                                  control chart. This presentation will demonstrate how a control chart is
 Ruth Childs, University of Toronto/OISE                                      used to identify courses with exceptionally high or low completion
 Annette Ford, University of Toronto/OISE                                     rates. More importantly, it will show that institutional   researchers
 Jinli Yang, University of Toronto/OISE                                       need not to be an expert to be innovative and creative. What really

 Amanda Brijmohan, University of Toronto/OISE                                 matters are the will to think outside the box, to experiment, and to
                                                                              seek help from different resources.
                                                                              Chun-On Lam, Thompson Rivers University
 Institutional Analytics as a Reflexive Aid for Strategic Planning
 at the University of Toronto, Scarborough Campus
                                                                              The Role of Faculty in Student Learning Outcomes from the
 SCOTT | Nathan Phillips Square
                                                                              CUSC 2014 Survey Data (Survey of Middle -Year Students)
 We argue that universities should adopt a more reflexive approach to
                                                                              CARLYLE | Queen Street W
 institutional decision-making as consistent with the insights of Beck
                                                                              The importance of student learning outcomes such as academic
 (1992) and Giddens (1992).         In essence we seek to extend        the
                                                                              achievement (GPA), retention, and satisfaction cannot be over
 knowledge base associated with Institutional Research and Planning,
                                                                              emphasized. Faculty play a unique role in this process. This proposal
 to account for the challenges associated with             environmental
                                                                              applied a multiple ordinary/logistic regression model to the          CUSC
 knowledge production and delivery. We discuss why this merger is
                                                                              2014 survey data to explore the role of faculty in student learning
 important not only from an efficiency perspective, but as a means of
                                                                              outcomes in Canadian postsecondary institutions.

19 | CIRPA 2017 • Redefining the Possibilities
CONCURRENT SESSIONS |                                                        TUESDAY, OCTOBER 24, 2017
CONCURRENT SESSIONS |                                                        TUESDAY, OCTOBER 24

Preliminary results indicate that faculty attitudes and behaviors,                pillars, the key indicators/outputs and the diverse linkage possibilities.
pedagogical       practices,     student-faculty    interactions,      faculty    Some results will be presented to demonstrate the potential of the
involvement in academic and social integration of students, academic              information that could be made available to the community of users
advising, student-peer interactions, student expectations of faculty,             through the Research Data Centres as well as to the general public.
and student satisfaction with faculty teaching are                  significant   There will also be a presentation showing a provincial perspective of
predictors of student learning outcomes. The model accounted for                  graduate outcome indicators and how participation in postsecondary
82.1% of the variance in student learning outcomes. The results are               education impacts geographic mobility and income.
analyzed and interpreted and discussed in the              context of the         Louise Marmen, Statistics Canada
theoretical, methodological, and policy and practice implications.                Sylvie Gauthier, Statistics Canada
Edward H. K. Acquah, Athabasca University                                         Janm Mehta, Alberta Advanced Education

Using the FBS Costing Tool to Inform Institutional Governance & Planning
                                                                                  11:20 am to 12:00 pm
SCOTT | Nathan Phillips Square
The FBS Costing Tool is a new resource that can be utilized by
                                                                                  Utilizing Course Scheduling Dashboards to Improve Retention, Time
institutional researchers and administrators in the pursuit of more               -to-Completion, and Graduation Rates while Saving Money
effective   and     efficient   collective   bargaining   outcomes.      This     WREN | CN Tower
demonstration session will show attendees the functionality, range of             This session explores how utilizing dashboards can assist Canadian
data produced by and relevance of this new resource in the broader                institutions in optimizing course scheduling, improve retention, time-to
context of ongoing discussions on the financial           sustainability of       -completion (degree velocity), and graduation rates while potentially
Canadian higher education institutions.                                           saving millions in instructional expenditures. Building upon a national
Jim Butler, CAUBO                                                                 sample, the session explores several case studies of United States and
Ryan Johnston, University of New Brunswick                                        Canadian institutions that have         implemented many best practices
                                                                                  based upon course scheduling            dashboard metrics. Specifically, by
Taking Institutional Analysis to the Next Level: Big Picture                      optimizing on-grid scheduling, institutions can improve retention by
Insights to Inform Decision-Making                                                seven percent and reduce instructional expenditures by four percent.
SEYMOUR | Massey Hall                                                             Generally, findings     suggest that financial, facilities, and institutional
In this session, we introduce participants to data synthesis methods              researchers can       greatly assist in improving course scheduling and
that draw on one or more data sources, like databases, surveys, and               better align institutional resources.
published research, to infer conclusions and recommendations. These               John Barnshaw, Ad Astra
methods are common in the health and social sciences,                   where
interdisciplinary, and multi-institutional, groups come         together to       Adventures with Data Definitions and Reporting (and maybe some
collaboratively engage in research that aims to address a substantial             solutions)
challenge facing their worlds. We will engage             participants in a       CARLYLE | Queen Street W
discussion on how synthesis methods can be applied in institutional               Many institutions struggle with complex data definition problems that
research, what postsecondary challenges we can collectively address               hinder production of meaningful reports.             This session will be
using synthesis research, and how the results will help us to better              structured like a Special Interest Group (SIG), focused on student data.
inform our decision-makers.                                                       Attendees will present their definition questions and discuss solutions.
Ashley Blackman, Red River College                                                The University of Regina will kick off the session with discussion of how
Stephanie McKeown, University of British Columbia – Okanagan                      to   define/report:    “duplicate    headcount” students;       active   and
                                                                                  withdrawn students for capacity planning; and “at risk”            students.
Moving forward Postsecondary Education data at Statistics Canada                  Attendees will gain a network of contacts with whom to continue
10:30 am to 12:00 pm | CHURCHILL BALLROOM | CN Tower                              discussions following the conference. Attendees are encouraged to
Over the last few years, Statistics Canada has invested resources in              contribute questions of their own prior to the session
the modernization of its postsecondary education programs.                        - please email miranda.pearson@uregina.ca.
Following the creation of an Education Longitudinal Linkage Platform,             Miranda Pearson, University of Regina
a framework on Education and Labour Outcomes of Students and                      Keith Fortowsky, University of Regina
Apprentices has been developed. In this session, Statistics Canada will
walk you through the framework, talking about the key elements, the

                                                                                                               Redefining the Possibilities • CIRPA 2017 | 20
CONCURRENT SESSIONS |                                                  TUESDAY, OCTOBER 24

 Collaborative work between CUSC and the MPHEC: A Comparison of              Kellan Eckstrom, Conestoga College
 Maritime and Non-Maritime University Students on Education Debt             How many rocket scientists and burger-flippers are we
 and the Transition to Employment using the CUSC 2015 Survey of              graduating? Accurately measuring underemployment as an
 Graduating Students                                                         indicator of PSE graduate success. (Sponsor Session)
 SCOTT | Nathan Phillips Square                                              CARLYLE | Queen Street W
 The Maritime Provinces Higher Education Commission has engaged              “Underemployment” is a key concept in measuring graduate
 with the Canadian University Survey Consortium (CUSC) board to              outcomes. While employment rates are favourable for PSE graduates,
 analyze data from the CUSC 2015 survey of graduating students. This         there     remain      challenges      with     adequately      measuring
 presentation will explore information on education         debt and the     underemployment rates. This is increasingly an area of interest for
 transition to employment, comparing Maritime university students with       PSE institutions, as they attempt to collect evidence of their graduates’
 students elsewhere in the country.                                          success in making the school-to-work transition. This paper outlines
 Isabelle Cormier, Université de Moncton                                     the various components of underemployment including both skill
 Dawn Gordon, Maritime Provinces Higher Education Commission                 underutilization and involuntary part-time employment. We present
                                                                             various approaches to measuring underemployment ranging from self
 Departmental productivity and cost data from the Delaware Cost Study        -reports (less reliable) to efficient occupational analysis algorithms that
                                                                             IR offices can use to produce more reliable and valid measures of their
 can yield data-informed peer groups that can be used with Data
                                                                             students’ outcomes.
 Envelopment Analysis to guide targeted improvement in teaching
                                                                             Victoria Díaz, DPM Research
 workload allocations to optimize the use of resources.
                                                                             Celine Pinsent, DPM Research
 SEYMOUR | Massey Hall
                                                                             Pierre Mercier, DPM Research & University of Ottawa
 Academic bench-marking by four-year institutions in higher education
 can be improved by focusing on discipline-level characteristics, the
                                                                             Visualizing Policy Change: A showcase of data visualization
 use of innovative statistical modeling methods           and by offering
                                                                             tools that use real data to visualize changes to Ontario’s
 actionable guidance for departmental          improvements. Traditional
 bench-marking concentrates too heavily            on past activities and    funding framework
 average performance. Data envelopment           analysis (DEA) shifts the   SCOTT | Nathan Phillips Square
 focus to the optimal comparators in a peer group and uses their             Ontario’s funding model is changing. With the introduction of a
 accomplishments      to   guide    departmental     improvement.    Data-   “corridor model,” institutions face different outcomes when their
 informed peer group selection optimizes the comparator group for            enrolments fall above or below a negotiated target. This session will
 conducting DEA. There may be multiple paths to achieve optimal              provide a detailed description of this policy change, showcase a
 resource utilization and DEA can illuminate those paths.                    dynamic visualization tool designed to help institutions and other
 Tom Eleuterio, University of Delaware                                       stakeholders understand these policy changes and their impacts on
                                                                             institutional finances, and introduce the technology behind the
                                                                             visualizations.
 2:10 pm to 2:50 pm
                                                                             Paul Jarvey, Ontario MAESD
 A non-traditional approach to measuring the economic impact
                                                                             Alex Chen, Ontario MAESD
 of a PSE institution
 WREN | CN Tower                                                             Assessing and responding to labour market demands
 Often, the calculation of economic impact involves a tally of the   total
                                                                             SEYMOUR | Massey Hall
 injection of spending into the local economy. This approach may be
                                                                             Canada’s colleges and institutes have evolved into sophisticated
 appropriate for private enterprise, but didn’t sufficiently    align with
                                                                             providers of education that respond to the demands of the workforce.
 Conestoga’s primary mandate to serve the needs of the local labour
                                                                             These demands change very quickly and it is estimated that sixty-five
 market. This presentation will outline how the IR office utilized an
                                                                             percent of today’s students will be employed in jobs that do not yet
 approach created by Larry Smith, Adjunct Associate          Professor of
                                                                             exist.   Understanding the current and future labour               market
 Economics at UWaterloo, to determine that 55% of our local adult
                                                                             requirements is necessary but very challenging. This session will detail
 population and 45% of our local resident employment, has received
                                                                             the use of data to understand the link between            post-secondary
 education/training from Conestoga. Our graduates contribute 2.3
                                                                             programs and the labour market enabling            institutions to assess
 billion dollars each year to the community.
                                                                             current and future needs of the workforce and plan programs and
 Connie Phelps, Conestoga College
                                                                             enrolments accordingly.

21 | CIRPA 2017 • Redefining the Possibilities
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